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2022-01-01
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AGE-RELATED COGNITIVE DECLINE AND ASSOCIATIONS WITH SEX, EDUCATION AND APOLIPOPROTEIN E GENOTYPE ACROSS ETHNOCULTURAL GROUPS AND GEOGRAPHIC REGIONS: A COLLABORATIVE COHORT STUDY
Author
Lipnicki, Darren M.
Crawford, John D.
Dutta, Rajib
Thalamuthu, Anbupalam
Kochan, Nicole A.
Andrews, Gavin
Costa, Maria Fernanda Lima
Costa, Erico Castro
Brayne, Carol
Matthews, Fiona E.
Stephan, Blossom C. M.
Lipton, Richard B.
Katz, Mindy J.
Ritchie, Karen
Scali, Jacqueline
Ancelin, Marie-Laure
Scarmeas, Nikolaos
Yannakoulia, Mary
Dardiotis, Efthimios
Lam, Linda C. W.
Wong, Candy H. Y.
Fung, Ada W. T.
Guaita, Antonio
Vaccaro, Roberta
Davin, Annalisa
Kim, Ki Woong
Han, Ji Won
Kim, Tae Hui
Anstey, Kaarin J.
Cherbuin, Nicolas
Butterworth, Peter
Scazufca, Marcia
Kumagai, Shuzo
Chen, Sanmei
Narazaki, Kenji
Pin Ng, Tze
Gao, Qi
Reppermund, Simone
Brodaty, Henry
Lobo, Antonio
Lopez-Anton, Raul
Santabarbara, Javier
Sachdev, Perminder S.
Crawford, John D.
Dutta, Rajib
Thalamuthu, Anbupalam
Kochan, Nicole A.
Andrews, Gavin
Costa, Maria Fernanda Lima
Costa, Erico Castro
Brayne, Carol
Matthews, Fiona E.
Stephan, Blossom C. M.
Lipton, Richard B.
Katz, Mindy J.
Ritchie, Karen
Scali, Jacqueline
Ancelin, Marie-Laure
Scarmeas, Nikolaos
Yannakoulia, Mary
Dardiotis, Efthimios
Lam, Linda C. W.
Wong, Candy H. Y.
Fung, Ada W. T.
Guaita, Antonio
Vaccaro, Roberta
Davin, Annalisa
Kim, Ki Woong
Han, Ji Won
Kim, Tae Hui
Anstey, Kaarin J.
Cherbuin, Nicolas
Butterworth, Peter
Scazufca, Marcia
Kumagai, Shuzo
Chen, Sanmei
Narazaki, Kenji
Pin Ng, Tze
Gao, Qi
Reppermund, Simone
Brodaty, Henry
Lobo, Antonio
Lopez-Anton, Raul
Santabarbara, Javier
Sachdev, Perminder S.
Affilliation
Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia.
Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia.
Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia
Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia.
Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia.
Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia.
Fundação Oswaldo Cruz. Instituto Rene Rachou. Belo Horizonte, MG, Brazil.
Fundação Oswaldo Cruz. Instituto Rene Rachou. Belo Horizonte, MG, Brazil.
Department of Public Health and Primary Care. Cambridge University. Cambridge, United Kingdom.
MRC Biostatistics Unit. Institute of Public Health. Cambridge, United Kingdom/Institute of Health and Society. Newcastle University. Newcastle upon Tyne, United Kingdom.
Institute of Health and Society. Newcastle University. Newcastle upon Tyne, United Kingdom.
Saul B. Korey Department of Neurology. Albert Einstein College of Medicine. Yeshiva University. New York City, NY, United States of America/Department of Epidemiology and Population Health. Albert Einstein College of Medicine. Yeshiva University. New York City, NY, United States of America
Department of Epidemiology and Population Health. Albert Einstein College of Medicine. Yeshiva University. New York City, NY, United States of America
Inserm, U1061 Neuropsychiatry: Epidemiological and Clinical Research. La Colombière Hospital. Montpellier, France/Université de Montpellier. Montpellier, France/Centre for Clinical Brain Sciences. University of Edinburgh. Edinburgh, United Kingdom.
Inserm, U1061 Neuropsychiatry: Epidemiological and Clinical Research. La Colombière Hospital. Montpellier, France/Université de Montpellier. Montpellier, France.
Inserm, U1061 Neuropsychiatry: Epidemiological and Clinical Research. La Colombière Hospital. Montpellier, France/Université de Montpellier. Montpellier, France
National and Kapodistrian University of Athens. Athens, Greece/Columbia University. New York City, NY, United States of America.
Harokopio University. Athens, Greece
University of Thessaly. Larissa, Greece.
Department of Psychiatry.The Chinese University of Hong Kong. Hong Kong SAR, China.
Department of Psychiatry. Tai Po Hospital. Hong Kong SAR, China.
Department of Psychiatry.The Chinese University of Hong Kong. Hong Kong SAR, China.
GolgiCenci Foundation. Abbiategrasso, Milan, Italy.
GolgiCenci Foundation. Abbiategrasso, Milan, Italy.
GolgiCenci Foundation. Abbiategrasso, Milan, Italy.
Department of Neuropsychiatry. Seoul National University Bundang Hospital. Seongnam, Korea/Department of Psychiatry. Seoul National University. College of Medicine. Seoul, Korea/Department of Brain and Cognitive Science. Seoul National University College of Natural Sciences. Seoul, Korea.
Department of Neuropsychiatry. Seoul National University Bundang Hospital. Seongnam, Korea.
Department of Psychiatry. Yonsei University Wonju Severance Christian Hospital. Wonju, Korea.
Centre for Research on Ageing. Health and Wellbeing. College of Medicine. Biology and Environment. The Australian National University. Canberra, Australia.
Centre for Research on Ageing. Health and Wellbeing. College of Medicine. Biology and Environment. The Australian National University. Canberra, Australia.
Centre for Research on Ageing. Health and Wellbeing. College of Medicine. Biology and Environment. The Australian National University. Canberra, Australia.
Universidade de São Paulo. Hospital Clinica. Instituto de Psiquiatria. São Paulo, SP,Brazil.
Faculty of Arts and Science. Kyushu University. Kasuga City, Japan.
Xiangya School of Nursing, Central South University, Changsha, China.
Faculty of Socio-Environmental Studies. Fukuoka Institute of Technology. Fukuoka City, Japan.
Gerontology Research Programme.Department of Psychological Medicine. Yong Loo Lin School of Medicine. National University of Singapore. Singapore
Gerontology Research Programme.Department of Psychological Medicine. Yong Loo Lin School of Medicine. National University of Singapore. Singapore
Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia.
Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia/ Dementia Collaborative Research Centre. University of New South Wales. Sydney, Australia.
Centro de Investigación Biomédica en Red de Salud Mental. Ministry of Science and Innovation. Madrid, Spain/Department of Medicine and Psychiatry. Universidad de Zaragoza. Zaragoza, Spain.
Centro de Investigación Biomédica en Red de Salud Mental. Ministry of Science and Innovation. Madrid, Spain/Centro de Investigación Biomédica en Red de Salud Mental. Spanish Ministry of Economy and Competitiveness. Madrid, Spain.
Centro de Investigación Biomédica en Red de Salud Mental. Ministry of Science and Innovation. Madrid, Spain/Department of Microbiology. Preventive Medicine and Public Health. University of Zaragoza. Spain.
Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia/Dementia Collaborative Research Centre. University of New South Wales. Sydney, Australia.
Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia.
Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia
Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia.
Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia.
Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia.
Fundação Oswaldo Cruz. Instituto Rene Rachou. Belo Horizonte, MG, Brazil.
Fundação Oswaldo Cruz. Instituto Rene Rachou. Belo Horizonte, MG, Brazil.
Department of Public Health and Primary Care. Cambridge University. Cambridge, United Kingdom.
MRC Biostatistics Unit. Institute of Public Health. Cambridge, United Kingdom/Institute of Health and Society. Newcastle University. Newcastle upon Tyne, United Kingdom.
Institute of Health and Society. Newcastle University. Newcastle upon Tyne, United Kingdom.
Saul B. Korey Department of Neurology. Albert Einstein College of Medicine. Yeshiva University. New York City, NY, United States of America/Department of Epidemiology and Population Health. Albert Einstein College of Medicine. Yeshiva University. New York City, NY, United States of America
Department of Epidemiology and Population Health. Albert Einstein College of Medicine. Yeshiva University. New York City, NY, United States of America
Inserm, U1061 Neuropsychiatry: Epidemiological and Clinical Research. La Colombière Hospital. Montpellier, France/Université de Montpellier. Montpellier, France/Centre for Clinical Brain Sciences. University of Edinburgh. Edinburgh, United Kingdom.
Inserm, U1061 Neuropsychiatry: Epidemiological and Clinical Research. La Colombière Hospital. Montpellier, France/Université de Montpellier. Montpellier, France.
Inserm, U1061 Neuropsychiatry: Epidemiological and Clinical Research. La Colombière Hospital. Montpellier, France/Université de Montpellier. Montpellier, France
National and Kapodistrian University of Athens. Athens, Greece/Columbia University. New York City, NY, United States of America.
Harokopio University. Athens, Greece
University of Thessaly. Larissa, Greece.
Department of Psychiatry.The Chinese University of Hong Kong. Hong Kong SAR, China.
Department of Psychiatry. Tai Po Hospital. Hong Kong SAR, China.
Department of Psychiatry.The Chinese University of Hong Kong. Hong Kong SAR, China.
GolgiCenci Foundation. Abbiategrasso, Milan, Italy.
GolgiCenci Foundation. Abbiategrasso, Milan, Italy.
GolgiCenci Foundation. Abbiategrasso, Milan, Italy.
Department of Neuropsychiatry. Seoul National University Bundang Hospital. Seongnam, Korea/Department of Psychiatry. Seoul National University. College of Medicine. Seoul, Korea/Department of Brain and Cognitive Science. Seoul National University College of Natural Sciences. Seoul, Korea.
Department of Neuropsychiatry. Seoul National University Bundang Hospital. Seongnam, Korea.
Department of Psychiatry. Yonsei University Wonju Severance Christian Hospital. Wonju, Korea.
Centre for Research on Ageing. Health and Wellbeing. College of Medicine. Biology and Environment. The Australian National University. Canberra, Australia.
Centre for Research on Ageing. Health and Wellbeing. College of Medicine. Biology and Environment. The Australian National University. Canberra, Australia.
Centre for Research on Ageing. Health and Wellbeing. College of Medicine. Biology and Environment. The Australian National University. Canberra, Australia.
Universidade de São Paulo. Hospital Clinica. Instituto de Psiquiatria. São Paulo, SP,Brazil.
Faculty of Arts and Science. Kyushu University. Kasuga City, Japan.
Xiangya School of Nursing, Central South University, Changsha, China.
Faculty of Socio-Environmental Studies. Fukuoka Institute of Technology. Fukuoka City, Japan.
Gerontology Research Programme.Department of Psychological Medicine. Yong Loo Lin School of Medicine. National University of Singapore. Singapore
Gerontology Research Programme.Department of Psychological Medicine. Yong Loo Lin School of Medicine. National University of Singapore. Singapore
Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia.
Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia/ Dementia Collaborative Research Centre. University of New South Wales. Sydney, Australia.
Centro de Investigación Biomédica en Red de Salud Mental. Ministry of Science and Innovation. Madrid, Spain/Department of Medicine and Psychiatry. Universidad de Zaragoza. Zaragoza, Spain.
Centro de Investigación Biomédica en Red de Salud Mental. Ministry of Science and Innovation. Madrid, Spain/Centro de Investigación Biomédica en Red de Salud Mental. Spanish Ministry of Economy and Competitiveness. Madrid, Spain.
Centro de Investigación Biomédica en Red de Salud Mental. Ministry of Science and Innovation. Madrid, Spain/Department of Microbiology. Preventive Medicine and Public Health. University of Zaragoza. Spain.
Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia/Dementia Collaborative Research Centre. University of New South Wales. Sydney, Australia.
Abstract
BACKGROUND: The prevalence of dementia varies around the world, potentially contributed to by international differences in rates of age-related cognitive decline. Our primary goal was to investigate how rates of age-related decline in cognitive test performance varied among international cohort studies of cognitive aging. We also determined the extent to which sex, educational attainment, and apolipoprotein E ε4 allele (APOE*4) carrier status were associated with decline.
METHODS AND FINDINGS: We harmonized longitudinal data for 14 cohorts from 12 countries (Australia, Brazil, France, Greece, Hong Kong, Italy, Japan, Singapore, Spain, South Korea, United Kingdom, United States), for a total of 42,170 individuals aged 54-105 y (42% male), including 3.3% with dementia at baseline. The studies began between 1989 and 2011, with all but three ongoing, and each had 2-16 assessment waves (median = 3) and a follow-up duration of 2-15 y. We analyzed standardized Mini-Mental State Examination (MMSE) and memory, processing speed, language, and executive functioning test scores using linear mixed models, adjusted for sex and education, and meta-analytic techniques. Performance on all cognitive measures declined with age, with the most rapid rate of change pooled across cohorts a moderate -0.26 standard deviations per decade (SD/decade) (95% confidence interval [CI] [-0.35, -0.16], p < 0.001) for processing speed. Rates of decline accelerated slightly with age, with executive functioning showing the largest additional rate of decline with every further decade of age (-0.07 SD/decade, 95% CI [-0.10, -0.03], p = 0.002). There was a considerable degree of heterogeneity in the associations across cohorts, including a slightly faster decline (p = 0.021) on the MMSE for Asians (-0.20 SD/decade, 95% CI [-0.28, -0.12], p < 0.001) than for whites (-0.09 SD/decade, 95% CI [-0.16, -0.02], p = 0.009). Males declined on the MMSE at a slightly slower rate than females (difference = 0.023 SD/decade, 95% CI [0.011, 0.035], p < 0.001), and every additional year of education was associated with a rate of decline slightly slower for the MMSE (0.004 SD/decade less, 95% CI [0.002, 0.006], p = 0.001), but slightly faster for language (-0.007 SD/decade more, 95% CI [-0.011, -0.003], p = 0.001). APOE*4 carriers declined slightly more rapidly than non-carriers on most cognitive measures, with processing speed showing the greatest difference (-0.08 SD/decade, 95% CI [-0.15, -0.01], p = 0.019). The same overall pattern of results was found when analyses were repeated with baseline dementia cases excluded. We used only one test to represent cognitive domains, and though a prototypical one, we nevertheless urge caution in generalizing the results to domains rather than viewing them as test-specific associations. This study lacked cohorts from Africa, India, and mainland China.
CONCLUSIONS: Cognitive performance declined with age, and more rapidly with increasing age, across samples from diverse ethnocultural groups and geographical regions. Associations varied across cohorts, suggesting that different rates of cognitive decline might contribute to the global variation in dementia prevalence. However, the many similarities and consistent associations with education and APOE genotype indicate a need to explore how international differences in associations with other risk factors such as genetics, cardiovascular health, and lifestyle are involved. Future studies should attempt to use multiple tests for each cognitive domain and feature populations from ethnocultural groups and geographical regions for which we lacked data.
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